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Record W4412543739 · doi:10.1017/s0892679425100026

The International Peace- and State-Building Intervention in Afghanistan: Distilling Lessons to Be Learned

2025· article· en· W4412543739 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueEthics & International Affairs · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicPolitics and Conflicts in Afghanistan, Pakistan, and Middle East
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsInternational peaceState (computer science)Political scienceState-buildingIntervention (counseling)PeacebuildingPublic administrationPsychologyLawComputer sciencePolitics

Abstract

fetched live from OpenAlex

Abstract The essay examines the lessons from the international intervention in Afghanistan, highlighting the failures of externally imposed state building, including neglect of local governance structures and prioritizing donor interests over Afghan ownership. The international peace- and state-building intervention in Afghanistan, which spanned two decades, culminated in the abrupt withdrawal of U.S. troops in 2021, leading to the Taliban’s swift resurgence. This event has sparked a critical examination of the strategies employed by NATO and allied nations during their engagement in Afghanistan. This essay aims to distill seven key lessons from this intervention, emphasizing the need for future peacebuilders to adapt their approaches to better align with local contexts and realities. The analysis highlights the failures of liberal peacebuilding, the importance of local ownership, the necessity of effective and legitimate institutions, and the detrimental impact of corruption. Furthermore, it underscores the significance of coherence among international actors and the need for a nuanced understanding of regional dynamics. By reflecting on these lessons, the essay seeks to provide actionable insights for future international interventions in fragile and conflict-affected states.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.938
Threshold uncertainty score0.981

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.063
GPT teacher head0.416
Teacher spread0.352 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it